Introducing ClaimForge — Evidence Registry

I've added ClaimForge to my projects.

ClaimForge addresses a question that becomes increasingly important as AI systems influence consequential decisions:

When a system makes a claim, can someone independently examine the evidence supporting it?

The project focuses on organizing claims, evidence, provenance, and verification results so that technical conclusions can be reconstructed and independently evaluated.

The engineering principle behind it is simple:

Reconstruct before concluding.

I'm particularly interested in feedback from people working in:

• AI assurance and evaluation
• Software verification
• Evidence infrastructure
• Reproducible testing
• Trustworthy AI systems

I'm interested in connecting with people who believe that trustworthy systems should demonstrate their reliability rather than simply assert it.

What evidence do you require before trusting a system's claims?